Reinforcement Learning for Navigation of Mobile Robot with LiDAR

Inhwan Kim, Sarvar Hussain Nengroo, Dongsoo Har

This paper presents a technique for navigation of mobile robot with Deep Q-Network (DQN) combined with Gated Recurrent Unit (GRU). The DQN integrated with the GRU allows action ski…